Importance of the features that remained significant over short/mid/long-term prediction windows. by Maria Mahbub (11914235)

Features with significant variance discrepancies affecting classification accuracy. by Yifan He (3986123)

List of the hub-genes whose degree decreased from IL and PL to LHB. by Souvik Seal (12437166)

Random Forest based prediction process. by Mohammed Majeed Hameed (14053535)

“…To address this, the study focuses on the Lotschental catchment in Switzerland, conducting a comprehensive comparison between deep learning and ensemble-based models. Given the significant autocorrelation in runoff time series data, which may hinder the evaluation of prediction models, a novel statistical method is employed to assess the effectiveness of forecasting models in detecting turning points in the runoff data. …”

Prediction models based on neural networks. by Jorge L. B. Araújo (20324246)

Subjects:

The small blue circles show the IC-volume (mean of left and right) from 72 males and the small red squares from 51 females as a function of age. by Pingling Kwok (14896191)

The relationships among tumor size, imaging parameters, and RNA expression. by Seiichiro Takao (11402429)

Subjects:

List of IPA-predicted significantly activated or inhibited Sertoli cell "Diseases and Functions" affected by ZIKV infection. by Mahamud-ur Rashid (3275076)

Example of predicted effects of choice bundling on preference for larger, later rewards (LLRs) over smaller, sooner rewards (SSRs). by Jeffrey S. Stein (11689918)

Display of significance test results. by Qingchun Jiao (18388097)

“…In this study, the trend prediction model for the experimental process of fabric tear performance testing (BLTT-FT) based on the “bidirectional long- and short-term attention mechanism” is adopted. …”

Detecting potential SmsR1 target mRNAs based on transcriptome results. by Jing Li (10611)

Comparison of proposed BSFR model based IHCM’ PCEs with that predicted based on IHCM. by Sugiarto Sugiarto (11378333)

Subjects:

Rac1 depletion decreases DMV escape. by Erin A. Weddle (12133567)

Correlation heatmap with significance. by Bo Dong (218172)

“…</p><p>Results</p><p>The health status of China’s migrant population is generally positive, though it is influenced by multiple factors, with varying degrees of significance. Among six distinct machine learning models, the Random Forest model demonstrated the best predictive performance. …”

Table1_Identification of significant biomarkers for predicting the risk of bipolar disorder with arteriosclerosis based on integrative bioinformatics and machine learning.xlsx by Xiabing Zheng (19527181)

Image 1_Construction of a clinically significant prostate cancer risk prediction model based on traditional diagnostic methods.tif by Wen-Tong Ji (20457248)

“…Objectives<p>to construct a prediction model for clinically significant prostate cancer (csPCa) based on prostate-specific antigen (PSA) levels, digital rectal examination (DRE), and transrectal ultrasonography (TRUS).…”

The top five significant biological processes for each trait. by Hyo Jun Lee (9721560)

Factors containing significant socio-psychological constructs that predict engagement in dietary relational organizing. by Laura Thomas-Walters (22383868)

Class status with most significant 11 input features. by Umme Marzia Haque (11846815)

Moderate increases to viral infectivity are not predicted to significantly impact immunological outcomes. by Adrianne L. Jenner (11133854)

“…The resulting model dynamics for viral load, inflammatory macrophages, CD8⁺ T cells, unbound IL-6 and unbound IFN were compared, and no significant changes in kinetics were predicted.</p>…”